Cars Profiling

Dataset statistics

Number of variables	32
Number of observations	9379
Missing cells	1485
Missing cells (%)	0.5%
Duplicate rows	744
Duplicate rows (%)	7.9%
Total size in memory	2.3 MiB
Average record size in memory	256.0 B

Variable types

Numeric	15
Categorical	17

Alerts

Dataset has 744 (7.9%) duplicate rows	Duplicates
`Model` has a high cardinality: 1304 distinct values	High cardinality
`SellerName` has a high cardinality: 3971 distinct values	High cardinality
`StreetName` has a high cardinality: 3967 distinct values	High cardinality
`State` has a high cardinality: 59 distinct values	High cardinality
`Zipcode` has a high cardinality: 2163 distinct values	High cardinality
`ExteriorColor` has a high cardinality: 948 distinct values	High cardinality
`InteriorColor` has a high cardinality: 373 distinct values	High cardinality
`Transmission` has a high cardinality: 92 distinct values	High cardinality
`Engine` has a high cardinality: 325 distinct values	High cardinality
`VIN` has a high cardinality: 8474 distinct values	High cardinality
`Stock#` has a high cardinality: 8430 distinct values	High cardinality
`Price` is highly correlated with `ConsumerReviews`	High correlation
`ConsumerRating` is highly correlated with `ComfortRating` and 5 other fields	High correlation
`ConsumerReviews` is highly correlated with `Price`	High correlation
`ComfortRating` is highly correlated with `ConsumerRating` and 4 other fields	High correlation
`InteriorDesignRating` is highly correlated with `ConsumerRating` and 4 other fields	High correlation
`PerformanceRating` is highly correlated with `ConsumerRating` and 5 other fields	High correlation
`ValueForMoneyRating` is highly correlated with `ConsumerRating` and 3 other fields	High correlation
`ExteriorStylingRating` is highly correlated with `ConsumerRating` and 5 other fields	High correlation
`ReliabilityRating` is highly correlated with `ConsumerRating` and 5 other fields	High correlation
`MinMPG` is highly correlated with `MaxMPG`	High correlation
`MaxMPG` is highly correlated with `MinMPG`	High correlation
`ConsumerRating` is highly correlated with `ComfortRating` and 5 other fields	High correlation
`ComfortRating` is highly correlated with `ConsumerRating` and 5 other fields	High correlation
`InteriorDesignRating` is highly correlated with `ConsumerRating` and 5 other fields	High correlation
`PerformanceRating` is highly correlated with `ConsumerRating` and 5 other fields	High correlation
`ValueForMoneyRating` is highly correlated with `ConsumerRating` and 5 other fields	High correlation
`ExteriorStylingRating` is highly correlated with `ConsumerRating` and 5 other fields	High correlation
`ReliabilityRating` is highly correlated with `ConsumerRating` and 5 other fields	High correlation
`MinMPG` is highly correlated with `MaxMPG`	High correlation
`MaxMPG` is highly correlated with `MinMPG`	High correlation
`ConsumerRating` is highly correlated with `ComfortRating` and 5 other fields	High correlation
`ComfortRating` is highly correlated with `ConsumerRating` and 2 other fields	High correlation
`InteriorDesignRating` is highly correlated with `ConsumerRating` and 3 other fields	High correlation
`PerformanceRating` is highly correlated with `ConsumerRating` and 4 other fields	High correlation
`ValueForMoneyRating` is highly correlated with `ConsumerRating` and 1 other fields	High correlation
`ExteriorStylingRating` is highly correlated with `ConsumerRating` and 3 other fields	High correlation
`ReliabilityRating` is highly correlated with `ConsumerRating` and 3 other fields	High correlation
`MinMPG` is highly correlated with `MaxMPG`	High correlation
`MaxMPG` is highly correlated with `MinMPG`	High correlation
`FuelType` is highly correlated with `SellerType`	High correlation
`Transmission` is highly correlated with `SellerType`	High correlation
`SellerType` is highly correlated with `FuelType` and 1 other fields	High correlation
`Year` is highly correlated with `Transmission` and 1 other fields	High correlation
`Make` is highly correlated with `Price` and 13 other fields	High correlation
`Price` is highly correlated with `Make` and 1 other fields	High correlation
`ConsumerRating` is highly correlated with `Make` and 9 other fields	High correlation
`ConsumerReviews` is highly correlated with `Make` and 1 other fields	High correlation
`SellerType` is highly correlated with `FuelType` and 1 other fields	High correlation
`ComfortRating` is highly correlated with `Make` and 10 other fields	High correlation
`InteriorDesignRating` is highly correlated with `Make` and 9 other fields	High correlation
`PerformanceRating` is highly correlated with `Make` and 7 other fields	High correlation
`ValueForMoneyRating` is highly correlated with `Make` and 9 other fields	High correlation
`ExteriorStylingRating` is highly correlated with `Make` and 9 other fields	High correlation
`ReliabilityRating` is highly correlated with `Make` and 9 other fields	High correlation
`Drivetrain` is highly correlated with `Make`	High correlation
`MinMPG` is highly correlated with `Make` and 9 other fields	High correlation
`MaxMPG` is highly correlated with `Make` and 10 other fields	High correlation
`FuelType` is highly correlated with `Make` and 4 other fields	High correlation
`Transmission` is highly correlated with `Year` and 13 other fields	High correlation
`Mileage` is highly correlated with `Year` and 1 other fields	High correlation
`DealType` has 222 (2.4%) missing values	Missing
`InteriorColor` has 1088 (11.6%) missing values	Missing
`VIN` is uniformly distributed	Uniform
`Stock#` is uniformly distributed	Uniform

Reproduction

Analysis started	2022-08-25 16:46:24.957849
Analysis finished	2022-08-25 16:46:39.088433
Duration	14.13 seconds
Software version	pandas-profiling v3.2.0
Download configuration	config.json

Year
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	22
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2018.721719

Minimum	2001
Maximum	2022
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	73.4 KiB

Quantile statistics

Minimum	2001
5-th percentile	2015
Q1	2018
median	2019
Q3	2020
95-th percentile	2021
Maximum	2022
Range	21
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.221708122
Coefficient of variation (CV)	0.001100551949
Kurtosis	9.874396132
Mean	2018.721719
Median Absolute Deviation (MAD)	1
Skewness	-2.479679303
Sum	18933591
Variance	4.93598698
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
2019	3263	34.8%
2020	2012	21.5%
2021	1335	14.2%
2018	1067	11.4%
2017	573	6.1%
2016	332	3.5%
2015	236	2.5%
2014	142	1.5%
2013	106	1.1%
2022	94	1.0%
Other values (12)	219	2.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2001	1	< 0.1%
2002	1	< 0.1%
2003	7	0.1%
2004	9	0.1%
2005	11	0.1%
2006	8	0.1%
2007	13	0.1%
2008	15	0.2%
2009	9	0.1%
2010	32	0.3%

Value	Count	Frequency (%)
2022	94	1.0%
2021	1335	14.2%
2020	2012	21.5%
2019	3263	34.8%
2018	1067	11.4%
2017	573	6.1%
2016	332	3.5%
2015	236	2.5%
2014	142	1.5%
2013	106	1.1%

Make
Categorical

HIGH CORRELATION

Distinct	41
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	73.4 KiB

BMW	944
Mercedes-Benz	810
Toyota	797
Honda	713
Ford	580
Other values (36)	5535

Length

Max length	13
Median length	10
Mean length	5.878131997
Min length	3

Characters and Unicode

Total characters	55131
Distinct characters	44
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	Toyota
2nd row	Ford
3rd row	RAM
4th row	Honda
5th row	Lexus

Common Values

Value	Count	Frequency (%)
BMW	944	10.1%
Mercedes-Benz	810	8.6%
Toyota	797	8.5%
Honda	713	7.6%
Ford	580	6.2%
Jeep	495	5.3%
Lexus	484	5.2%
Audi	424	4.5%
Chevrolet	416	4.4%
Subaru	310	3.3%
Other values (31)	3406	36.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
bmw	944	10.1%
mercedes-benz	810	8.6%
toyota	797	8.5%
honda	713	7.6%
ford	580	6.2%
jeep	495	5.3%
lexus	484	5.2%
audi	424	4.5%
chevrolet	416	4.4%
subaru	310	3.3%
Other values (31)	3406	36.3%

Most occurring characters

Value	Count	Frequency (%)
e	6258	11.4%
a	4406	8.0%
o	4156	7.5%
d	3562	6.5%
r	2626	4.8%
n	2584	4.7%
M	2396	4.3%
s	2388	4.3%
u	2138	3.9%
B	1874	3.4%
Other values (34)	22743	41.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	39921	72.4%
Uppercase Letter	14400	26.1%
Dash Punctuation	810	1.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	6258	15.7%
a	4406	11.0%
o	4156	10.4%
d	3562	8.9%
r	2626	6.6%
n	2584	6.5%
s	2388	6.0%
u	2138	5.4%
i	1787	4.5%
c	1714	4.3%
Other values (14)	8302	20.8%

Uppercase Letter

Value	Count	Frequency (%)
M	2396	16.6%
B	1874	13.0%
T	1201	8.3%
C	1004	7.0%
W	944	6.6%
H	925	6.4%
I	876	6.1%
A	840	5.8%
F	799	5.5%
L	792	5.5%
Other values (9)	2749	19.1%

Dash Punctuation

Value	Count	Frequency (%)
-	810	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	54321	98.5%
Common	810	1.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	6258	11.5%
a	4406	8.1%
o	4156	7.7%
d	3562	6.6%
r	2626	4.8%
n	2584	4.8%
M	2396	4.4%
s	2388	4.4%
u	2138	3.9%
B	1874	3.4%
Other values (33)	21933	40.4%

Common

Value	Count	Frequency (%)
-	810	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	55131	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	6258	11.4%
a	4406	8.0%
o	4156	7.5%
d	3562	6.5%
r	2626	4.8%
n	2584	4.7%
M	2396	4.3%
s	2388	4.3%
u	2138	3.9%
B	1874	3.4%
Other values (34)	22743	41.3%

Model
Categorical

HIGH CARDINALITY

Distinct	1304
Distinct (%)	13.9%
Missing	0
Missing (%)	0.0%
Memory size	73.4 KiB

Grand Cherokee Limited	266
CR-V EX-L	189
X5 xDrive40i	164
XT5 Luxury	142
RAV4 LE	112
Other values (1299)	8506

Length

Max length	53
Median length	44
Mean length	14.12911824
Min length	2

Characters and Unicode

Total characters	132517
Distinct characters	70
Distinct categories	9 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	492 ?
Unique (%)	5.2%

Sample

1st row	Sienna SE
2nd row	F-150 Lariat
3rd row	1500 Laramie
4th row	Accord Sport SE
5th row	RX 350

Common Values

Value	Count	Frequency (%)
Grand Cherokee Limited	266	2.8%
CR-V EX-L	189	2.0%
X5 xDrive40i	164	1.7%
XT5 Luxury	142	1.5%
RAV4 LE	112	1.2%
GX 460 Base	111	1.2%
X3 xDrive30i	108	1.2%
Pilot EX-L	102	1.1%
CX-5 Grand Touring	99	1.1%
1500 Laramie	88	0.9%
Other values (1294)	7998	85.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
base	883	3.6%
limited	759	3.1%
premium	657	2.6%
350	493	2.0%
4matic	477	1.9%
grand	471	1.9%
cherokee	410	1.7%
ex-l	383	1.5%
se	341	1.4%
300	328	1.3%
Other values (734)	19628	79.0%

Most occurring characters

Value	Count	Frequency (%)
	15451	11.7%
e	9700	7.3%
r	7141	5.4%
i	7008	5.3%
a	6294	4.7%
o	4487	3.4%
L	4142	3.1%
0	3990	3.0%
n	3953	3.0%
u	3462	2.6%
Other values (60)	66889	50.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	67403	50.9%
Uppercase Letter	33185	25.0%
Space Separator	15451	11.7%
Decimal Number	13765	10.4%
Dash Punctuation	1635	1.2%
Other Punctuation	1058	0.8%
Open Punctuation	8	< 0.1%
Close Punctuation	8	< 0.1%
Math Symbol	4	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
L	4142	12.5%
C	3172	9.6%
T	3136	9.5%
X	3091	9.3%
S	2959	8.9%
E	2825	8.5%
R	2168	6.5%
P	1671	5.0%
A	1521	4.6%
D	1338	4.0%
Other values (16)	7162	21.6%

Lowercase Letter

Value	Count	Frequency (%)
e	9700	14.4%
r	7141	10.6%
i	7008	10.4%
a	6294	9.3%
o	4487	6.7%
n	3953	5.9%
u	3462	5.1%
s	3302	4.9%
t	3206	4.8%
m	3009	4.5%
Other values (15)	15841	23.5%

Decimal Number

Value	Count	Frequency (%)
0	3990	29.0%
5	2833	20.6%
3	2195	15.9%
4	1753	12.7%
2	971	7.1%
1	661	4.8%
6	618	4.5%
8	324	2.4%
7	268	1.9%
9	152	1.1%

Other Punctuation

Value	Count	Frequency (%)
.	893	84.4%
/	149	14.1%
&	14	1.3%
!	2	0.2%

Space Separator

Value	Count	Frequency (%)
	15451	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1635	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	8	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	8	100.0%

Math Symbol

Value	Count	Frequency (%)
+	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	100588	75.9%
Common	31929	24.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	9700	9.6%
r	7141	7.1%
i	7008	7.0%
a	6294	6.3%
o	4487	4.5%
L	4142	4.1%
n	3953	3.9%
u	3462	3.4%
s	3302	3.3%
t	3206	3.2%
Other values (41)	47893	47.6%

Common

Value	Count	Frequency (%)
	15451	48.4%
0	3990	12.5%
5	2833	8.9%
3	2195	6.9%
4	1753	5.5%
-	1635	5.1%
2	971	3.0%
.	893	2.8%
1	661	2.1%
6	618	1.9%
Other values (9)	929	2.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	132517	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	15451	11.7%
e	9700	7.3%
r	7141	5.4%
i	7008	5.3%
a	6294	4.7%
o	4487	3.4%
L	4142	3.1%
0	3990	3.0%
n	3953	3.0%
u	3462	2.6%
Other values (60)	66889	50.5%

Used/New
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	73.4 KiB

Used	7900
Certified	1479

Length

Max length	9
Median length	4
Mean length	4.788463589
Min length	4

Characters and Unicode

Total characters	44911
Distinct characters	9
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Used
2nd row	Used
3rd row	Used
4th row	Used
5th row	Used

Common Values

Value	Count	Frequency (%)
Used	7900	84.2%
Certified	1479	15.8%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
used	7900	84.2%
certified	1479	15.8%

Most occurring characters

Value	Count	Frequency (%)
e	10858	24.2%
d	9379	20.9%
U	7900	17.6%
s	7900	17.6%
i	2958	6.6%
C	1479	3.3%
r	1479	3.3%
t	1479	3.3%
f	1479	3.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	35532	79.1%
Uppercase Letter	9379	20.9%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	10858	30.6%
d	9379	26.4%
s	7900	22.2%
i	2958	8.3%
r	1479	4.2%
t	1479	4.2%
f	1479	4.2%

Uppercase Letter

Value	Count	Frequency (%)
U	7900	84.2%
C	1479	15.8%

Most occurring scripts

Value	Count	Frequency (%)
Latin	44911	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	10858	24.2%
d	9379	20.9%
U	7900	17.6%
s	7900	17.6%
i	2958	6.6%
C	1479	3.3%
r	1479	3.3%
t	1479	3.3%
f	1479	3.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	44911	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	10858	24.2%
d	9379	20.9%
U	7900	17.6%
s	7900	17.6%
i	2958	6.6%
C	1479	3.3%
r	1479	3.3%
t	1479	3.3%
f	1479	3.3%

Price
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION

Distinct	5063
Distinct (%)	54.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	39832.30472

Minimum	2300
Maximum	449996
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	73.4 KiB

Quantile statistics

Minimum	2300
5-th percentile	18857.4
Q1	28994
median	35999
Q3	45996.5
95-th percentile	69900
Maximum	449996
Range	447696
Interquartile range (IQR)	17002.5

Descriptive statistics

Standard deviation	20789.12121
Coefficient of variation (CV)	0.5219161019
Kurtosis	63.96064894
Mean	39832.30472
Median Absolute Deviation (MAD)	8096
Skewness	5.487239369
Sum	373587186
Variance	432187560.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
29995	36	0.4%
42998	30	0.3%
31998	29	0.3%
38998	29	0.3%
39998	28	0.3%
39995	26	0.3%
33995	26	0.3%
35998	26	0.3%
33998	25	0.3%
32995	24	0.3%
Other values (5053)	9100	97.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2300	1	< 0.1%
3995	2	< 0.1%
3999	1	< 0.1%
4250	2	< 0.1%
4388	1	< 0.1%
4498	1	< 0.1%
4750	1	< 0.1%
4971	1	< 0.1%
4995	1	< 0.1%
4998	1	< 0.1%

Value	Count	Frequency (%)
449996	1	< 0.1%
409999	1	< 0.1%
349995	1	< 0.1%
309888	1	< 0.1%
285000	2	< 0.1%
284990	1	< 0.1%
279950	1	< 0.1%
274435	1	< 0.1%
269998	2	< 0.1%
269000	1	< 0.1%

ConsumerRating
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	23
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.702825461

Minimum	2.5
Maximum	5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	73.4 KiB

Quantile statistics

Minimum	2.5
5-th percentile	4.3
Q1	4.7
median	4.8
Q3	4.8
95-th percentile	4.9
Maximum	5
Range	2.5
Interquartile range (IQR)	0.1

Descriptive statistics

Standard deviation	0.2407945026
Coefficient of variation (CV)	0.05120209213
Kurtosis	16.54530135
Mean	4.702825461
Median Absolute Deviation (MAD)	0.1
Skewness	-3.298630445
Sum	44107.8
Variance	0.05798199246
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
4.8	3497	37.3%
4.7	2182	23.3%
4.9	1211	12.9%
4.6	948	10.1%
4.5	430	4.6%
5	336	3.6%
4.3	236	2.5%
4	106	1.1%
4.1	104	1.1%
4.4	94	1.0%
Other values (13)	235	2.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.5	2	< 0.1%
2.7	2	< 0.1%
2.9	10	0.1%
3	26	0.3%
3.1	1	< 0.1%
3.3	1	< 0.1%
3.4	13	0.1%
3.5	22	0.2%
3.6	7	0.1%
3.7	38	0.4%

Value	Count	Frequency (%)
5	336	3.6%
4.9	1211	12.9%
4.8	3497	37.3%
4.7	2182	23.3%
4.6	948	10.1%
4.5	430	4.6%
4.4	94	1.0%
4.3	236	2.5%
4.2	94	1.0%
4.1	104	1.1%

ConsumerReviews
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION

Distinct	320
Distinct (%)	3.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	133.1870135

Minimum	1
Maximum	817
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	73.4 KiB

Quantile statistics

Minimum	1
5-th percentile	7
Q1	30
median	75
Q3	182
95-th percentile	540
Maximum	817
Range	816
Interquartile range (IQR)	152

Descriptive statistics

Standard deviation	154.9856397
Coefficient of variation (CV)	1.163669307
Kurtosis	4.3538557
Mean	133.1870135
Median Absolute Deviation (MAD)	56
Skewness	2.058358624
Sum	1249161
Variance	24020.54852
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
540	234	2.5%
10	162	1.7%
16	156	1.7%
42	144	1.5%
102	136	1.5%
94	136	1.5%
55	132	1.4%
224	131	1.4%
24	126	1.3%
17	125	1.3%
Other values (310)	7897	84.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	69	0.7%
2	95	1.0%
3	100	1.1%
4	84	0.9%
5	60	0.6%
6	37	0.4%
7	52	0.6%
8	77	0.8%
9	35	0.4%
10	162	1.7%

Value	Count	Frequency (%)
817	22	0.2%
803	12	0.1%
781	2	< 0.1%
770	81	0.9%
748	5	0.1%
743	7	0.1%
708	6	0.1%
652	19	0.2%
635	3	< 0.1%
623	9	0.1%

SellerType
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	73.4 KiB

Dealer	9339
Private	40

Length

Max length	7
Median length	6
Mean length	6.004264847
Min length	6

Characters and Unicode

Total characters	56314
Distinct characters	9
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Dealer
2nd row	Dealer
3rd row	Dealer
4th row	Dealer
5th row	Dealer

Common Values

Value	Count	Frequency (%)
Dealer	9339	99.6%
Private	40	0.4%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
dealer	9339	99.6%
private	40	0.4%

Most occurring characters

Value	Count	Frequency (%)
e	18718	33.2%
a	9379	16.7%
r	9379	16.7%
D	9339	16.6%
l	9339	16.6%
P	40	0.1%
i	40	0.1%
v	40	0.1%
t	40	0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	46935	83.3%
Uppercase Letter	9379	16.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	18718	39.9%
a	9379	20.0%
r	9379	20.0%
l	9339	19.9%
i	40	0.1%
v	40	0.1%
t	40	0.1%

Uppercase Letter

Value	Count	Frequency (%)
D	9339	99.6%
P	40	0.4%

Most occurring scripts

Value	Count	Frequency (%)
Latin	56314	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	18718	33.2%
a	9379	16.7%
r	9379	16.7%
D	9339	16.6%
l	9339	16.6%
P	40	0.1%
i	40	0.1%
v	40	0.1%
t	40	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	56314	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	18718	33.2%
a	9379	16.7%
r	9379	16.7%
D	9339	16.6%
l	9339	16.6%
P	40	0.1%
i	40	0.1%
v	40	0.1%
t	40	0.1%

SellerName
Categorical

HIGH CARDINALITY

Distinct	3971
Distinct (%)	42.3%
Missing	0
Missing (%)	0.0%
Memory size	73.4 KiB

EchoPark Automotive Greenville	36
Autos of Dallas	35
EchoPark Automotive Salt Lake City Delivery Center	33
Principle Volvo Cars San Antonio	25
Mungenast St. Louis Honda	19
Other values (3966)	9231

Length

Max length	88
Median length	72
Mean length	23.75391833
Min length	1

Characters and Unicode

Total characters	222788
Distinct characters	73
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1976 ?
Unique (%)	21.1%

Sample

1st row	CarMax Murrieta - Now offering Curbside Pickup and Home Delivery
2nd row	Giant Chevrolet
3rd row	Gill Auto Group Madera
4th row	AutoSavvy Las Vegas
5th row	Lexus of Henderson

Common Values

Value	Count	Frequency (%)
EchoPark Automotive Greenville	36	0.4%
Autos of Dallas	35	0.4%
EchoPark Automotive Salt Lake City Delivery Center	33	0.4%
Principle Volvo Cars San Antonio	25	0.3%
Mungenast St. Louis Honda	19	0.2%
Ricart Used Car Factory	18	0.2%
Mercedes-Benz of Houston North	18	0.2%
Mercedes-Benz of Pembroke Pines	17	0.2%
EchoPark Automotive New Orleans Delivery Center	17	0.2%
House of Imports	17	0.2%
Other values (3961)	9144	97.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
of	2411	7.0%
honda	651	1.9%
toyota	642	1.9%
ford	570	1.7%
chrysler	557	1.6%
bmw	550	1.6%
auto	547	1.6%
jeep	546	1.6%
dodge	531	1.5%
chevrolet	522	1.5%
Other values (2595)	26874	78.1%

Most occurring characters

Value	Count	Frequency (%)
	25063	11.2%
e	18452	8.3%
o	18178	8.2%
a	15040	6.8%
r	13658	6.1%
n	10486	4.7%
t	10057	4.5%
i	9918	4.5%
l	9111	4.1%
s	8224	3.7%
Other values (63)	84601	38.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	158813	71.3%
Uppercase Letter	37079	16.6%
Space Separator	25063	11.2%
Dash Punctuation	980	0.4%
Other Punctuation	613	0.3%
Decimal Number	150	0.1%
Open Punctuation	45	< 0.1%
Close Punctuation	45	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	18452	11.6%
o	18178	11.4%
a	15040	9.5%
r	13658	8.6%
n	10486	6.6%
t	10057	6.3%
i	9918	6.2%
l	9111	5.7%
s	8224	5.2%
u	6840	4.3%
Other values (16)	38849	24.5%

Uppercase Letter

Value	Count	Frequency (%)
C	4528	12.2%
M	3793	10.2%
A	3179	8.6%
B	2538	6.8%
S	2332	6.3%
H	2133	5.8%
N	2079	5.6%
P	1679	4.5%
L	1649	4.4%
D	1608	4.3%
Other values (16)	11561	31.2%

Decimal Number

Value	Count	Frequency (%)
1	40	26.7%
2	25	16.7%
6	21	14.0%
4	21	14.0%
5	11	7.3%
0	10	6.7%
3	9	6.0%
8	7	4.7%
9	5	3.3%
7	1	0.7%

Other Punctuation

Value	Count	Frequency (%)
.	227	37.0%
'	162	26.4%
,	112	18.3%
&	70	11.4%
/	31	5.1%
#	10	1.6%
!	1	0.2%

Space Separator

Value	Count	Frequency (%)
	25063	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	980	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	45	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	45	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	195892	87.9%
Common	26896	12.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	18452	9.4%
o	18178	9.3%
a	15040	7.7%
r	13658	7.0%
n	10486	5.4%
t	10057	5.1%
i	9918	5.1%
l	9111	4.7%
s	8224	4.2%
u	6840	3.5%
Other values (42)	75928	38.8%

Common

Value	Count	Frequency (%)
	25063	93.2%
-	980	3.6%
.	227	0.8%
'	162	0.6%
,	112	0.4%
&	70	0.3%
(	45	0.2%
)	45	0.2%
1	40	0.1%
/	31	0.1%
Other values (11)	121	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	222788	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	25063	11.2%
e	18452	8.3%
o	18178	8.2%
a	15040	6.8%
r	13658	6.1%
n	10486	4.7%
t	10057	4.5%
i	9918	4.5%
l	9111	4.1%
s	8224	3.7%
Other values (63)	84601	38.0%

SellerRating
Real number (ℝ_≥0)

Distinct	40
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.412570637

Minimum	1
Maximum	5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	73.4 KiB

Quantile statistics

Minimum	1
5-th percentile	3
Q1	4.3
median	4.6
Q3	4.8
95-th percentile	4.9
Maximum	5
Range	4
Interquartile range (IQR)	0.5

Descriptive statistics

Standard deviation	0.6262584193
Coefficient of variation (CV)	0.1419259817
Kurtosis	8.665780286
Mean	4.412570637
Median Absolute Deviation (MAD)	0.2
Skewness	-2.712971004
Sum	41385.5
Variance	0.3921996078
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=40)

Value	Count	Frequency (%)
4.7	1671	17.8%
4.8	1513	16.1%
4.6	1261	13.4%
4.5	973	10.4%
4.9	863	9.2%
4.4	545	5.8%
4.3	467	5.0%
4.2	277	3.0%
4	189	2.0%
4.1	178	1.9%
Other values (30)	1442	15.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	47	0.5%
1.1	1	< 0.1%
1.3	21	0.2%
1.4	4	< 0.1%
1.5	4	< 0.1%
1.6	17	0.2%
1.7	5	0.1%
1.8	24	0.3%
1.9	8	0.1%
2	34	0.4%

Value	Count	Frequency (%)
5	174	1.9%
4.9	863	9.2%
4.8	1513	16.1%
4.7	1671	17.8%
4.6	1261	13.4%
4.5	973	10.4%
4.4	545	5.8%
4.3	467	5.0%
4.2	277	3.0%
4.1	178	1.9%

SellerReviews
Real number (ℝ_≥0)

Distinct	1738
Distinct (%)	18.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	984.0899883

Minimum	1
Maximum	27824
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	73.4 KiB

Quantile statistics

Minimum	1
5-th percentile	5
Q1	112
median	542
Q3	1272
95-th percentile	3441
Maximum	27824
Range	27823
Interquartile range (IQR)	1160

Descriptive statistics

Standard deviation	1609.039864
Coefficient of variation (CV)	1.635053585
Kurtosis	88.65606591
Mean	984.0899883
Median Absolute Deviation (MAD)	485
Skewness	6.919107539
Sum	9229780
Variance	2589009.283
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	118	1.3%
4	113	1.2%
1	112	1.2%
3	92	1.0%
6	65	0.7%
7	63	0.7%
12	59	0.6%
13	50	0.5%
39	47	0.5%
10	43	0.5%
Other values (1728)	8617	91.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	112	1.2%
2	118	1.3%
3	92	1.0%
4	113	1.2%
5	38	0.4%
6	65	0.7%
7	63	0.7%
8	42	0.4%
9	39	0.4%
10	43	0.5%

Value	Count	Frequency (%)
27824	7	0.1%
27351	3	< 0.1%
14124	1	< 0.1%
12912	9	0.1%
12775	8	0.1%
11758	1	< 0.1%
11513	3	< 0.1%
9695	2	< 0.1%
9693	1	< 0.1%
9469	2	< 0.1%

StreetName
Categorical

HIGH CARDINALITY

Distinct	3967
Distinct (%)	42.3%
Missing	0
Missing (%)	0.0%
Memory size	73.4 KiB

2930 Laurens Rd Greenville	36
4472 W Plano Pkwy Plano	35
3638 South State St Salt Lake City	33
1326 NE Interstate 410 Loop San Antonio	25
5939 S Lindbergh Blvd Saint Louis	19
Other values (3962)	9231

Length

Max length	81
Median length	43
Mean length	27.43074955
Min length	4

Characters and Unicode

Total characters	257273
Distinct characters	72
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1976 ?
Unique (%)	21.1%

Sample

1st row	25560 Madison Ave Murrieta
2nd row	1001 S Ben Maddox Way Visalia
3rd row	1100 S Madera Ave Madera
4th row	2121 E Sahara Ave Las Vegas
5th row	7737 Eastgate Rd Henderson

Common Values

Value	Count	Frequency (%)
2930 Laurens Rd Greenville	36	0.4%
4472 W Plano Pkwy Plano	35	0.4%
3638 South State St Salt Lake City	33	0.4%
1326 NE Interstate 410 Loop San Antonio	25	0.3%
5939 S Lindbergh Blvd Saint Louis	19	0.2%
17510 I-45 North Freeway Houston	18	0.2%
4255 S Hamilton Rd Groveport	18	0.2%
Online Only Metairie	17	0.2%
14199 Pines Blvd Pembroke Pines	17	0.2%
4500 Stevens Creek Blvd San Jose	17	0.2%
Other values (3957)	9144	97.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
rd	1621	3.6%
ave	1132	2.5%
st	1080	2.4%
blvd	987	2.2%
w	824	1.8%
e	725	1.6%
s	697	1.5%
n	638	1.4%
hwy	604	1.3%
dr	603	1.3%
Other values (5375)	36380	80.3%

Most occurring characters

Value	Count	Frequency (%)
	35932	14.0%
e	16593	6.4%
a	14215	5.5%
o	11684	4.5%
r	11386	4.4%
t	11189	4.3%
n	10910	4.2%
l	10778	4.2%
i	9521	3.7%
0	7981	3.1%
Other values (62)	117084	45.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	143068	55.6%
Decimal Number	39829	15.5%
Uppercase Letter	37098	14.4%
Space Separator	35932	14.0%
Other Punctuation	900	0.3%
Dash Punctuation	442	0.2%
Open Punctuation	2	< 0.1%
Close Punctuation	2	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	16593	11.6%
a	14215	9.9%
o	11684	8.2%
r	11386	8.0%
t	11189	7.8%
n	10910	7.6%
l	10778	7.5%
i	9521	6.7%
d	6587	4.6%
s	6580	4.6%
Other values (16)	33625	23.5%

Uppercase Letter

Value	Count	Frequency (%)
S	4636	12.5%
R	3043	8.2%
B	2740	7.4%
A	2551	6.9%
W	2422	6.5%
C	2199	5.9%
P	2072	5.6%
N	2060	5.6%
H	2051	5.5%
M	1798	4.8%
Other values (16)	11526	31.1%

Decimal Number

Value	Count	Frequency (%)
0	7981	20.0%
1	7414	18.6%
5	4541	11.4%
2	4003	10.1%
3	3523	8.8%
4	3011	7.6%
7	2557	6.4%
6	2488	6.2%
9	2216	5.6%
8	2095	5.3%

Other Punctuation

Value	Count	Frequency (%)
.	821	91.2%
'	33	3.7%
#	31	3.4%
/	10	1.1%
&	4	0.4%
:	1	0.1%

Space Separator

Value	Count	Frequency (%)
	35932	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	442	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	2	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	180166	70.0%
Common	77107	30.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	16593	9.2%
a	14215	7.9%
o	11684	6.5%
r	11386	6.3%
t	11189	6.2%
n	10910	6.1%
l	10778	6.0%
i	9521	5.3%
d	6587	3.7%
s	6580	3.7%
Other values (42)	70723	39.3%

Common

Value	Count	Frequency (%)
	35932	46.6%
0	7981	10.4%
1	7414	9.6%
5	4541	5.9%
2	4003	5.2%
3	3523	4.6%
4	3011	3.9%
7	2557	3.3%
6	2488	3.2%
9	2216	2.9%
Other values (10)	3441	4.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	257273	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	35932	14.0%
e	16593	6.4%
a	14215	5.5%
o	11684	4.5%
r	11386	4.4%
t	11189	4.3%
n	10910	4.2%
l	10778	4.2%
i	9521	3.7%
0	7981	3.1%
Other values (62)	117084	45.5%

State
Categorical

HIGH CARDINALITY

Distinct	59
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	73.4 KiB

TX	1225
FL	888
CA	668
IL	593
NY	440
Other values (54)	5565

Length

Max length	8
Median length	2
Mean length	2.004264847
Min length	2

Characters and Unicode

Total characters	18798
Distinct characters	43
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5 ?
Unique (%)	0.1%

Sample

1st row	CA
2nd row	CA
3rd row	CA
4th row	NV
5th row	NV

Common Values

Value	Count	Frequency (%)
TX	1225	13.1%
FL	888	9.5%
CA	668	7.1%
IL	593	6.3%
NY	440	4.7%
GA	392	4.2%
AZ	344	3.7%
VA	340	3.6%
NJ	337	3.6%
OH	329	3.5%
Other values (49)	3823	40.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
tx	1225	13.1%
fl	888	9.5%
ca	668	7.1%
il	593	6.3%
ny	440	4.7%
ga	392	4.2%
az	344	3.7%
va	340	3.6%
nj	337	3.6%
oh	329	3.5%
Other values (49)	3823	40.8%

Most occurring characters

Value	Count	Frequency (%)
A	2713	14.4%
N	1812	9.6%
L	1604	8.5%
T	1587	8.4%
M	1351	7.2%
C	1317	7.0%
I	1285	6.8%
X	1225	6.5%
F	888	4.7%
O	739	3.9%
Other values (33)	4277	22.8%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	18751	99.7%
Lowercase Letter	32	0.2%
Decimal Number	11	0.1%
Dash Punctuation	4	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	2713	14.5%
N	1812	9.7%
L	1604	8.6%
T	1587	8.5%
M	1351	7.2%
C	1317	7.0%
I	1285	6.9%
X	1225	6.5%
F	888	4.7%
O	739	3.9%
Other values (15)	4230	22.6%

Lowercase Letter

Value	Count	Frequency (%)
i	6	18.8%
g	4	12.5%
n	3	9.4%
l	3	9.4%
e	3	9.4%
a	2	6.2%
d	2	6.2%
h	2	6.2%
c	2	6.2%
u	2	6.2%
Other values (2)	3	9.4%

Decimal Number

Value	Count	Frequency (%)
1	6	54.5%
0	2	18.2%
2	1	9.1%
6	1	9.1%
9	1	9.1%

Dash Punctuation

Value	Count	Frequency (%)
-	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	18783	99.9%
Common	15	0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	2713	14.4%
N	1812	9.6%
L	1604	8.5%
T	1587	8.4%
M	1351	7.2%
C	1317	7.0%
I	1285	6.8%
X	1225	6.5%
F	888	4.7%
O	739	3.9%
Other values (27)	4262	22.7%

Common

Value	Count	Frequency (%)
1	6	40.0%
-	4	26.7%
0	2	13.3%
2	1	6.7%
6	1	6.7%
9	1	6.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	18798	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	2713	14.4%
N	1812	9.6%
L	1604	8.5%
T	1587	8.4%
M	1351	7.2%
C	1317	7.0%
I	1285	6.8%
X	1225	6.5%
F	888	4.7%
O	739	3.9%
Other values (33)	4277	22.8%

Zipcode
Categorical

HIGH CARDINALITY

Distinct	2163
Distinct (%)	23.1%
Missing	0
Missing (%)	0.0%
Memory size	73.4 KiB

76051	69
75093	65
30096	63
29607	48
75034	46
Other values (2158)	9088

Length

Max length	10
Median length	5
Mean length	4.993176245
Min length	1

Characters and Unicode

Total characters	46831
Distinct characters	32
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	761 ?
Unique (%)	8.1%

Sample

1st row	92562
2nd row	93292
3rd row	93637
4th row	89104
5th row	89011

Common Values

Value	Count	Frequency (%)
76051	69	0.7%
75093	65	0.7%
30096	63	0.7%
29607	48	0.5%
75034	46	0.5%
20852	43	0.5%
60540	42	0.4%
85260	39	0.4%
75209	38	0.4%
84115	35	0.4%
Other values (2153)	8891	94.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
76051	69	0.7%
75093	65	0.7%
30096	63	0.7%
29607	48	0.5%
75034	46	0.5%
20852	43	0.5%
60540	42	0.4%
85260	39	0.4%
75209	38	0.4%
84115	35	0.4%
Other values (2153)	8891	94.8%

Most occurring characters

Value	Count	Frequency (%)
0	7789	16.6%
1	5460	11.7%
3	5299	11.3%
2	5279	11.3%
7	4328	9.2%
4	4268	9.1%
5	4183	8.9%
6	3975	8.5%
8	3289	7.0%
9	2917	6.2%
Other values (22)	44	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	46787	99.9%
Lowercase Letter	34	0.1%
Uppercase Letter	10	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	5	14.7%
i	4	11.8%
l	4	11.8%
t	3	8.8%
e	3	8.8%
s	2	5.9%
p	2	5.9%
y	2	5.9%
a	1	2.9%
m	1	2.9%
Other values (7)	7	20.6%

Decimal Number

Value	Count	Frequency (%)
0	7789	16.6%
1	5460	11.7%
3	5299	11.3%
2	5279	11.3%
7	4328	9.3%
4	4268	9.1%
5	4183	8.9%
6	3975	8.5%
8	3289	7.0%
9	2917	6.2%

Uppercase Letter

Value	Count	Frequency (%)
L	3	30.0%
C	2	20.0%
F	2	20.0%
B	2	20.0%
S	1	10.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	46787	99.9%
Latin	44	0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	5	11.4%
i	4	9.1%
l	4	9.1%
t	3	6.8%
e	3	6.8%
L	3	6.8%
C	2	4.5%
F	2	4.5%
s	2	4.5%
p	2	4.5%
Other values (12)	14	31.8%

Common

Value	Count	Frequency (%)
0	7789	16.6%
1	5460	11.7%
3	5299	11.3%
2	5279	11.3%
7	4328	9.3%
4	4268	9.1%
5	4183	8.9%
6	3975	8.5%
8	3289	7.0%
9	2917	6.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	46831	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	7789	16.6%
1	5460	11.7%
3	5299	11.3%
2	5279	11.3%
7	4328	9.2%
4	4268	9.1%
5	4183	8.9%
6	3975	8.5%
8	3289	7.0%
9	2917	6.2%
Other values (22)	44	0.1%

DealType
Categorical

MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	222
Missing (%)	2.4%
Memory size	73.4 KiB

Good	5524
Great	2408
Fair	1225

Length

Max length	5
Median length	4
Mean length	4.262968221
Min length	4

Characters and Unicode

Total characters	39036
Distinct characters	9
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Great
2nd row	Good
3rd row	Good
4th row	Good
5th row	Fair

Common Values

Value	Count	Frequency (%)
Good	5524	58.9%
Great	2408	25.7%
Fair	1225	13.1%
(Missing)	222	2.4%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
good	5524	60.3%
great	2408	26.3%
fair	1225	13.4%

Most occurring characters

Value	Count	Frequency (%)
o	11048	28.3%
G	7932	20.3%
d	5524	14.2%
r	3633	9.3%
a	3633	9.3%
e	2408	6.2%
t	2408	6.2%
F	1225	3.1%
i	1225	3.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	29879	76.5%
Uppercase Letter	9157	23.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	11048	37.0%
d	5524	18.5%
r	3633	12.2%
a	3633	12.2%
e	2408	8.1%
t	2408	8.1%
i	1225	4.1%

Uppercase Letter

Value	Count	Frequency (%)
G	7932	86.6%
F	1225	13.4%

Most occurring scripts

Value	Count	Frequency (%)
Latin	39036	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	11048	28.3%
G	7932	20.3%
d	5524	14.2%
r	3633	9.3%
a	3633	9.3%
e	2408	6.2%
t	2408	6.2%
F	1225	3.1%
i	1225	3.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	39036	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	11048	28.3%
G	7932	20.3%
d	5524	14.2%
r	3633	9.3%
a	3633	9.3%
e	2408	6.2%
t	2408	6.2%
F	1225	3.1%
i	1225	3.1%

ComfortRating
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	17
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.771894658

Minimum	3
Maximum	5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	73.4 KiB

Quantile statistics

Minimum	3
5-th percentile	4.4
Q1	4.7
median	4.8
Q3	4.9
95-th percentile	5
Maximum	5
Range	2
Interquartile range (IQR)	0.2

Descriptive statistics

Standard deviation	0.2178217236
Coefficient of variation (CV)	0.04564680052
Kurtosis	17.85548148
Mean	4.771894658
Median Absolute Deviation (MAD)	0.1
Skewness	-3.324965644
Sum	44755.6
Variance	0.04744630325
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
4.8	3318	35.4%
4.9	2398	25.6%
4.7	1149	12.3%
5	1016	10.8%
4.6	698	7.4%
4.5	243	2.6%
4.4	189	2.0%
4.3	80	0.9%
4.2	70	0.7%
3.9	66	0.7%
Other values (7)	152	1.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3	29	0.3%
3.5	11	0.1%
3.6	2	< 0.1%
3.7	28	0.3%
3.8	7	0.1%
3.9	66	0.7%
4	30	0.3%
4.1	45	0.5%
4.2	70	0.7%
4.3	80	0.9%

Value	Count	Frequency (%)
5	1016	10.8%
4.9	2398	25.6%
4.8	3318	35.4%
4.7	1149	12.3%
4.6	698	7.4%
4.5	243	2.6%
4.4	189	2.0%
4.3	80	0.9%
4.2	70	0.7%
4.1	45	0.5%

InteriorDesignRating
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	18
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.72739098

Minimum	2.8
Maximum	5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	73.4 KiB

Quantile statistics

Minimum	2.8
5-th percentile	4.4
Q1	4.7
median	4.8
Q3	4.8
95-th percentile	5
Maximum	5
Range	2.2
Interquartile range (IQR)	0.1

Descriptive statistics

Standard deviation	0.1943906429
Coefficient of variation (CV)	0.04112006891
Kurtosis	8.089348648
Mean	4.72739098
Median Absolute Deviation (MAD)	0.1
Skewness	-2.090418603
Sum	44338.2
Variance	0.03778772204
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
4.8	2899	30.9%
4.7	2218	23.6%
4.9	1572	16.8%
4.6	1062	11.3%
5	551	5.9%
4.5	468	5.0%
4.4	171	1.8%
4.2	149	1.6%
4.3	100	1.1%
4	96	1.0%
Other values (8)	93	1.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.8	2	< 0.1%
3.3	3	< 0.1%
3.5	7	0.1%
3.6	1	< 0.1%
3.7	4	< 0.1%
3.8	42	0.4%
3.9	1	< 0.1%
4	96	1.0%
4.1	33	0.4%
4.2	149	1.6%

Value	Count	Frequency (%)
5	551	5.9%
4.9	1572	16.8%
4.8	2899	30.9%
4.7	2218	23.6%
4.6	1062	11.3%
4.5	468	5.0%
4.4	171	1.8%
4.3	100	1.1%
4.2	149	1.6%
4.1	33	0.4%

PerformanceRating
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	23
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.696289583

Minimum	1
Maximum	5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	73.4 KiB

Quantile statistics

Minimum	1
5-th percentile	4.2
Q1	4.6
median	4.7
Q3	4.8
95-th percentile	5
Maximum	5
Range	4
Interquartile range (IQR)	0.2

Descriptive statistics

Standard deviation	0.2536638913
Coefficient of variation (CV)	0.05401368182
Kurtosis	20.3382931
Mean	4.696289583
Median Absolute Deviation (MAD)	0.1
Skewness	-3.018365806
Sum	44046.5
Variance	0.06434536975
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
4.8	2582	27.5%
4.7	2091	22.3%
4.6	1223	13.0%
4.9	1191	12.7%
5	814	8.7%
4.5	492	5.2%
4.4	258	2.8%
4.3	183	2.0%
4.2	148	1.6%
4.1	147	1.6%
Other values (13)	250	2.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	2	< 0.1%
2.3	2	< 0.1%
2.6	10	0.1%
3	1	< 0.1%
3.2	2	< 0.1%
3.3	23	0.2%
3.4	6	0.1%
3.5	9	0.1%
3.6	10	0.1%
3.7	33	0.4%

Value	Count	Frequency (%)
5	814	8.7%
4.9	1191	12.7%
4.8	2582	27.5%
4.7	2091	22.3%
4.6	1223	13.0%
4.5	492	5.2%
4.4	258	2.8%
4.3	183	2.0%
4.2	148	1.6%
4.1	147	1.6%

ValueForMoneyRating
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	27
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.537082845

Minimum	1
Maximum	5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	73.4 KiB

Quantile statistics

Minimum	1
5-th percentile	3.9
Q1	4.5
median	4.6
Q3	4.7
95-th percentile	4.8
Maximum	5
Range	4
Interquartile range (IQR)	0.2

Descriptive statistics

Standard deviation	0.3380981562
Coefficient of variation (CV)	0.07451884125
Kurtosis	18.46491411
Mean	4.537082845
Median Absolute Deviation (MAD)	0.1
Skewness	-3.393599364
Sum	42553.3
Variance	0.1143103633
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=27)

Value	Count	Frequency (%)
4.7	2338	24.9%
4.6	2006	21.4%
4.5	1255	13.4%
4.8	1091	11.6%
4.4	933	9.9%
4.3	437	4.7%
5	244	2.6%
4.9	202	2.2%
3.9	152	1.6%
4.2	127	1.4%
Other values (17)	594	6.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	2	< 0.1%
1.7	2	< 0.1%
2	28	0.3%
2.2	10	0.1%
2.5	1	< 0.1%
2.7	14	0.1%
2.9	5	0.1%
3	25	0.3%
3.2	11	0.1%
3.3	36	0.4%

Value	Count	Frequency (%)
5	244	2.6%
4.9	202	2.2%
4.8	1091	11.6%
4.7	2338	24.9%
4.6	2006	21.4%
4.5	1255	13.4%
4.4	933	9.9%
4.3	437	4.7%
4.2	127	1.4%
4.1	126	1.3%

ExteriorStylingRating
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	16
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.782194264

Minimum	3
Maximum	5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	73.4 KiB

Quantile statistics

Minimum	3
5-th percentile	4.5
Q1	4.7
median	4.8
Q3	4.9
95-th percentile	5
Maximum	5
Range	2
Interquartile range (IQR)	0.2

Descriptive statistics

Standard deviation	0.1715367925
Coefficient of variation (CV)	0.03586989216
Kurtosis	11.57795379
Mean	4.782194264
Median Absolute Deviation (MAD)	0.1
Skewness	-2.512183456
Sum	44852.2
Variance	0.02942487119
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
4.8	2873	30.6%
4.9	2646	28.2%
4.7	1900	20.3%
5	808	8.6%
4.6	528	5.6%
4.5	324	3.5%
4.2	79	0.8%
4.4	66	0.7%
4	52	0.6%
3.8	47	0.5%
Other values (6)	56	0.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3	2	< 0.1%
3.3	1	< 0.1%
3.7	7	0.1%
3.8	47	0.5%
3.9	3	< 0.1%
4	52	0.6%
4.1	5	0.1%
4.2	79	0.8%
4.3	38	0.4%
4.4	66	0.7%

Value	Count	Frequency (%)
5	808	8.6%
4.9	2646	28.2%
4.8	2873	30.6%
4.7	1900	20.3%
4.6	528	5.6%
4.5	324	3.5%
4.4	66	0.7%
4.3	38	0.4%
4.2	79	0.8%
4.1	5	0.1%

ReliabilityRating
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	24
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.681746455

Minimum	1
Maximum	5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	73.4 KiB

Quantile statistics

Minimum	1
5-th percentile	4.1
Q1	4.6
median	4.8
Q3	4.9
95-th percentile	5
Maximum	5
Range	4
Interquartile range (IQR)	0.3

Descriptive statistics

Standard deviation	0.3681605978
Coefficient of variation (CV)	0.07863744893
Kurtosis	36.07735217
Mean	4.681746455
Median Absolute Deviation (MAD)	0.1
Skewness	-4.872364481
Sum	43910.1
Variance	0.1355422257
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
4.8	2908	31.0%
4.9	1781	19.0%
4.7	1497	16.0%
4.6	1066	11.4%
5	636	6.8%
4.5	432	4.6%
4.4	214	2.3%
4.3	191	2.0%
4.2	136	1.5%
4.1	108	1.2%
Other values (14)	410	4.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	28	0.3%
2	3	< 0.1%
2.1	10	0.1%
2.5	7	0.1%
2.8	8	0.1%
2.9	27	0.3%
3.1	10	0.1%
3.3	14	0.1%
3.4	7	0.1%
3.5	100	1.1%

Value	Count	Frequency (%)
5	636	6.8%
4.9	1781	19.0%
4.8	2908	31.0%
4.7	1497	16.0%
4.6	1066	11.4%
4.5	432	4.6%
4.4	214	2.3%
4.3	191	2.0%
4.2	136	1.5%
4.1	108	1.2%

ExteriorColor
Categorical

HIGH CARDINALITY

Distinct	948
Distinct (%)	10.2%
Missing	91
Missing (%)	1.0%
Memory size	73.4 KiB

Black	897
White	340
Gray	320
Diamond Black	200
Black Sapphire Metallic	167
Other values (943)	7364

Length

Max length	42
Median length	33
Mean length	14.93852283
Min length	1

Characters and Unicode

Total characters	138749
Distinct characters	67
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	356 ?
Unique (%)	3.8%

Sample

1st row	Red
2nd row	Shadow Black
3rd row	Granite Crystal Clearcoat Metallic
4th row	Gray
5th row	Eminent White Pearl

Common Values

Value	Count	Frequency (%)
Black	897	9.6%
White	340	3.6%
Gray	320	3.4%
Diamond Black	200	2.1%
Black Sapphire Metallic	167	1.8%
Silver	145	1.5%
Modern Steel Metallic	144	1.5%
Polar White	129	1.4%
Alpine White	125	1.3%
Crystal Black Pearl	125	1.3%
Other values (938)	6696	71.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
metallic	3185	15.1%
black	2856	13.5%
white	1699	8.0%
gray	1020	4.8%
pearl	978	4.6%
silver	805	3.8%
blue	574	2.7%
crystal	504	2.4%
clearcoat	396	1.9%
red	382	1.8%
Other values (597)	8725	41.3%

Most occurring characters

Value	Count	Frequency (%)
l	15233	11.0%
a	14576	10.5%
e	12769	9.2%
	11836	8.5%
i	10870	7.8%
t	9729	7.0%
c	8086	5.8%
r	7323	5.3%
M	4488	3.2%
n	3947	2.8%
Other values (57)	39892	28.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	105212	75.8%
Uppercase Letter	21542	15.5%
Space Separator	11836	8.5%
Dash Punctuation	102	0.1%
Decimal Number	34	< 0.1%
Other Punctuation	19	< 0.1%
Open Punctuation	2	< 0.1%
Close Punctuation	2	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
l	15233	14.5%
a	14576	13.9%
e	12769	12.1%
i	10870	10.3%
t	9729	9.2%
c	8086	7.7%
r	7323	7.0%
n	3947	3.8%
k	3268	3.1%
o	3038	2.9%
Other values (16)	16373	15.6%

Uppercase Letter

Value	Count	Frequency (%)
M	4488	20.8%
B	3936	18.3%
S	2316	10.8%
W	1731	8.0%
G	1731	8.0%
P	1653	7.7%
C	1452	6.7%
D	627	2.9%
R	614	2.9%
A	434	2.0%
Other values (16)	2560	11.9%

Decimal Number

Value	Count	Frequency (%)
0	7	20.6%
8	5	14.7%
2	5	14.7%
5	5	14.7%
4	4	11.8%
3	4	11.8%
9	2	5.9%
1	1	2.9%
6	1	2.9%

Other Punctuation

Value	Count	Frequency (%)
/	17	89.5%
!	2	10.5%

Space Separator

Value	Count	Frequency (%)
	11836	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	102	100.0%

Open Punctuation

Value	Count	Frequency (%)
[	2	100.0%

Close Punctuation

Value	Count	Frequency (%)
]	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	126754	91.4%
Common	11995	8.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
l	15233	12.0%
a	14576	11.5%
e	12769	10.1%
i	10870	8.6%
t	9729	7.7%
c	8086	6.4%
r	7323	5.8%
M	4488	3.5%
n	3947	3.1%
B	3936	3.1%
Other values (42)	35797	28.2%

Common

Value	Count	Frequency (%)
	11836	98.7%
-	102	0.9%
/	17	0.1%
0	7	0.1%
8	5	< 0.1%
2	5	< 0.1%
5	5	< 0.1%
4	4	< 0.1%
3	4	< 0.1%
!	2	< 0.1%
Other values (5)	8	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	138749	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
l	15233	11.0%
a	14576	10.5%
e	12769	9.2%
	11836	8.5%
i	10870	7.8%
t	9729	7.0%
c	8086	5.8%
r	7323	5.3%
M	4488	3.2%
n	3947	2.8%
Other values (57)	39892	28.8%

InteriorColor
Categorical

HIGH CARDINALITY
MISSING

Distinct	373
Distinct (%)	4.5%
Missing	1088
Missing (%)	11.6%
Memory size	73.4 KiB

Black	3758
Jet Black	486
Gray	420
Ebony	412
Charcoal	214
Other values (368)	3001

Length

Max length	43
Median length	5
Mean length	6.915571101
Min length	3

Characters and Unicode

Total characters	57337
Distinct characters	54
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	155 ?
Unique (%)	1.9%

Sample

1st row	Black
2nd row	Black
3rd row	Black
4th row	Birch
5th row	Black

Common Values

Value	Count	Frequency (%)
Black	3758	40.1%
Jet Black	486	5.2%
Gray	420	4.5%
Ebony	412	4.4%
Charcoal	214	2.3%
Graphite	204	2.2%
Beige	200	2.1%
Ivory	110	1.2%
Red	107	1.1%
Parchment	99	1.1%
Other values (363)	2281	24.3%
(Missing)	1088	11.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
black	4750	43.4%
ebony	623	5.7%
gray	559	5.1%
jet	514	4.7%
beige	487	4.4%
	431	3.9%
charcoal	285	2.6%
graphite	250	2.3%
brown	238	2.2%
red	230	2.1%
Other values (236)	2581	23.6%

Most occurring characters

Value	Count	Frequency (%)
a	7747	13.5%
B	5568	9.7%
c	5515	9.6%
l	5449	9.5%
k	4945	8.6%
e	3175	5.5%
	2657	4.6%
r	2405	4.2%
o	2163	3.8%
n	1796	3.1%
Other values (44)	15917	27.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	43531	75.9%
Uppercase Letter	10645	18.6%
Space Separator	2657	4.6%
Other Punctuation	503	0.9%
Dash Punctuation	1	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	7747	17.8%
c	5515	12.7%
l	5449	12.5%
k	4945	11.4%
e	3175	7.3%
r	2405	5.5%
o	2163	5.0%
n	1796	4.1%
t	1745	4.0%
i	1528	3.5%
Other values (15)	7063	16.2%

Uppercase Letter

Value	Count	Frequency (%)
B	5568	52.3%
G	904	8.5%
E	746	7.0%
C	613	5.8%
J	543	5.1%
S	382	3.6%
R	307	2.9%
A	224	2.1%
I	187	1.8%
M	183	1.7%
Other values (15)	988	9.3%

Other Punctuation

Value	Count	Frequency (%)
/	500	99.4%
,	3	0.6%

Space Separator

Value	Count	Frequency (%)
	2657	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	54176	94.5%
Common	3161	5.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	7747	14.3%
B	5568	10.3%
c	5515	10.2%
l	5449	10.1%
k	4945	9.1%
e	3175	5.9%
r	2405	4.4%
o	2163	4.0%
n	1796	3.3%
t	1745	3.2%
Other values (40)	13668	25.2%

Common

Value	Count	Frequency (%)
	2657	84.1%
/	500	15.8%
,	3	0.1%
-	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	57337	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	7747	13.5%
B	5568	9.7%
c	5515	9.6%
l	5449	9.5%
k	4945	8.6%
e	3175	5.5%
	2657	4.6%
r	2405	4.2%
o	2163	3.8%
n	1796	3.1%
Other values (44)	15917	27.8%

Drivetrain
Categorical

HIGH CORRELATION

Distinct	9
Distinct (%)	0.1%
Missing	7
Missing (%)	0.1%
Memory size	73.4 KiB

All-wheel Drive	4476
Front-wheel Drive	2329
Four-wheel Drive	1549
Rear-wheel Drive	915
FWD	36
Other values (4)	67

Length

Max length	17
Median length	16
Mean length	15.62953478
Min length	3

Characters and Unicode

Total characters	146480
Distinct characters	20
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	Front-wheel Drive
2nd row	Four-wheel Drive
3rd row	Four-wheel Drive
4th row	Front-wheel Drive
5th row	Front-wheel Drive

Common Values

Value	Count	Frequency (%)
All-wheel Drive	4476	47.7%
Front-wheel Drive	2329	24.8%
Four-wheel Drive	1549	16.5%
Rear-wheel Drive	915	9.8%
FWD	36	0.4%
AWD	34	0.4%
4WD	20	0.2%
RWD	12	0.1%
Front Wheel Drive	1	< 0.1%
(Missing)	7	0.1%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
drive	9270	49.7%
all-wheel	4476	24.0%
front-wheel	2329	12.5%
four-wheel	1549	8.3%
rear-wheel	915	4.9%
fwd	36	0.2%
awd	34	0.2%
4wd	20	0.1%
rwd	12	0.1%
front	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
e	28725	19.6%
l	18222	12.4%
r	14064	9.6%
D	9372	6.4%
	9271	6.3%
v	9270	6.3%
h	9270	6.3%
i	9270	6.3%
-	9269	6.3%
w	9269	6.3%
Other values (10)	20478	14.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	109093	74.5%
Uppercase Letter	18827	12.9%
Space Separator	9271	6.3%
Dash Punctuation	9269	6.3%
Decimal Number	20	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	28725	26.3%
l	18222	16.7%
r	14064	12.9%
v	9270	8.5%
h	9270	8.5%
i	9270	8.5%
w	9269	8.5%
o	3879	3.6%
n	2330	2.1%
t	2330	2.1%
Other values (2)	2464	2.3%

Uppercase Letter

Value	Count	Frequency (%)
D	9372	49.8%
A	4510	24.0%
F	3915	20.8%
R	927	4.9%
W	103	0.5%

Space Separator

Value	Count	Frequency (%)
	9271	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	9269	100.0%

Decimal Number

Value	Count	Frequency (%)
4	20	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	127920	87.3%
Common	18560	12.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	28725	22.5%
l	18222	14.2%
r	14064	11.0%
D	9372	7.3%
v	9270	7.2%
h	9270	7.2%
i	9270	7.2%
w	9269	7.2%
A	4510	3.5%
F	3915	3.1%
Other values (7)	12033	9.4%

Common

Value	Count	Frequency (%)
	9271	50.0%
-	9269	49.9%
4	20	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	146480	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	28725	19.6%
l	18222	12.4%
r	14064	9.6%
D	9372	6.4%
	9271	6.3%
v	9270	6.3%
h	9270	6.3%
i	9270	6.3%
-	9269	6.3%
w	9269	6.3%
Other values (10)	20478	14.0%

MinMPG
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	69
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	22.75541102

Minimum	0
Maximum	150
Zeros	36
Zeros (%)	0.4%
Negative	0
Negative (%)	0.0%
Memory size	73.4 KiB

Quantile statistics

Minimum	0
5-th percentile	15
Q1	18
median	20
Q3	24
95-th percentile	30
Maximum	150
Range	150
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	14.81286882
Coefficient of variation (CV)	0.6509602838
Kurtosis	41.73430017
Mean	22.75541102
Median Absolute Deviation (MAD)	3
Skewness	6.242322572
Sum	213423
Variance	219.4210826
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19	1164	12.4%
20	989	10.5%
18	936	10.0%
22	806	8.6%
21	766	8.2%
17	637	6.8%
23	511	5.4%
24	445	4.7%
25	444	4.7%
27	436	4.6%
Other values (59)	2245	23.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	36	0.4%
10	4	< 0.1%
11	2	< 0.1%
12	32	0.3%
13	113	1.2%
14	192	2.0%
15	377	4.0%
16	425	4.5%
17	637	6.8%
18	936	10.0%

Value	Count	Frequency (%)
150	12	0.1%
148	2	< 0.1%
141	4	< 0.1%
140	5	0.1%
136	2	< 0.1%
134	2	< 0.1%
132	4	< 0.1%
131	31	0.3%
128	2	< 0.1%
127	29	0.3%

MaxMPG
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	65
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	29.21654761

Minimum	0
Maximum	133
Zeros	43
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	73.4 KiB

Quantile statistics

Minimum	0
5-th percentile	20
Q1	25
median	27
Q3	31
95-th percentile	38
Maximum	133
Range	133
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	12.80978343
Coefficient of variation (CV)	0.4384427483
Kurtosis	33.84221291
Mean	29.21654761
Median Absolute Deviation (MAD)	3
Skewness	5.350324204
Sum	274022
Variance	164.0905515
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
26	1078	11.5%
27	865	9.2%
25	860	9.2%
33	619	6.6%
29	595	6.3%
28	580	6.2%
24	554	5.9%
30	544	5.8%
22	456	4.9%
31	430	4.6%
Other values (55)	2798	29.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	43	0.5%
14	11	0.1%
15	6	0.1%
16	2	< 0.1%
17	77	0.8%
18	101	1.1%
19	181	1.9%
20	149	1.6%
21	267	2.8%
22	456	4.9%

Value	Count	Frequency (%)
133	12	0.1%
132	2	< 0.1%
127	4	< 0.1%
126	2	< 0.1%
124	5	0.1%
123	2	< 0.1%
117	33	0.4%
116	5	0.1%
114	29	0.3%
112	18	0.2%

FuelType
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	12
Distinct (%)	0.1%
Missing	30
Missing (%)	0.3%
Memory size	73.4 KiB

Gasoline	8905
Electric	162
E85 Flex Fuel	121
Hybrid	69
Diesel	45
Other values (7)	47

Length

Max length	29
Median length	8
Mean length	8.080543374
Min length	6

Characters and Unicode

Total characters	75545
Distinct characters	33
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	Gasoline
2nd row	Gasoline
3rd row	Gasoline
4th row	Gasoline
5th row	Gasoline

Common Values

Value	Count	Frequency (%)
Gasoline	8905	94.9%
Electric	162	1.7%
E85 Flex Fuel	121	1.3%
Hybrid	69	0.7%
Diesel	45	0.5%
Gasoline Fuel	30	0.3%
Electric Fuel System	5	0.1%
Gasoline/Mild Electric Hybrid	5	0.1%
Flex Fuel Capability	3	< 0.1%
Flexible Fuel	2	< 0.1%
Other values (2)	2	< 0.1%
(Missing)	30	0.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
gasoline	8935	92.6%
electric	172	1.8%
fuel	162	1.7%
flex	124	1.3%
e85	121	1.3%
hybrid	74	0.8%
diesel	46	0.5%
system	5	0.1%
gasoline/mild	5	0.1%
capability	3	< 0.1%
Other values (3)	4	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
e	9500	12.6%
l	9458	12.5%
i	9246	12.2%
s	8992	11.9%
a	8947	11.8%
G	8941	11.8%
n	8941	11.8%
o	8940	11.8%
c	346	0.5%
	302	0.4%
Other values (23)	1932	2.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	65336	86.5%
Uppercase Letter	9658	12.8%
Space Separator	302	0.4%
Decimal Number	242	0.3%
Other Punctuation	6	< 0.1%
Dash Punctuation	1	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	9500	14.5%
l	9458	14.5%
i	9246	14.2%
s	8992	13.8%
a	8947	13.7%
n	8941	13.7%
o	8940	13.7%
c	346	0.5%
r	247	0.4%
t	181	0.3%
Other values (8)	538	0.8%

Uppercase Letter

Value	Count	Frequency (%)
G	8941	92.6%
E	294	3.0%
F	288	3.0%
H	74	0.8%
D	46	0.5%
M	5	0.1%
S	5	0.1%
C	3	< 0.1%
P	1	< 0.1%
I	1	< 0.1%

Decimal Number

Value	Count	Frequency (%)
5	121	50.0%
8	121	50.0%

Space Separator

Value	Count	Frequency (%)
	302	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	6	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	74994	99.3%
Common	551	0.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	9500	12.7%
l	9458	12.6%
i	9246	12.3%
s	8992	12.0%
a	8947	11.9%
G	8941	11.9%
n	8941	11.9%
o	8940	11.9%
c	346	0.5%
E	294	0.4%
Other values (18)	1389	1.9%

Common

Value	Count	Frequency (%)
	302	54.8%
5	121	22.0%
8	121	22.0%
/	6	1.1%
-	1	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	75545	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	9500	12.6%
l	9458	12.5%
i	9246	12.2%
s	8992	11.9%
a	8947	11.8%
G	8941	11.8%
n	8941	11.8%
o	8940	11.8%
c	346	0.5%
	302	0.4%
Other values (23)	1932	2.6%

Transmission
Categorical

HIGH CARDINALITY
HIGH CORRELATION
HIGH CORRELATION

Distinct	92
Distinct (%)	1.0%
Missing	4
Missing (%)	< 0.1%
Memory size	73.4 KiB

8-Speed Automatic	3202
6-Speed Automatic	1676
Automatic CVT	1294
9-Speed Automatic	1015
10-Speed Automatic	448
Other values (87)	1740

Length

Max length	50
Median length	17
Mean length	16.9184
Min length	1

Characters and Unicode

Total characters	158610
Distinct characters	60
Distinct categories	9 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	39 ?
Unique (%)	0.4%

Sample

1st row	8-Speed Automatic
2nd row	10-Speed Automatic
3rd row	8-Speed Automatic
4th row	Automatic CVT
5th row	8-Speed Automatic

Common Values

Value	Count	Frequency (%)
8-Speed Automatic	3202	34.1%
6-Speed Automatic	1676	17.9%
Automatic CVT	1294	13.8%
9-Speed Automatic	1015	10.8%
10-Speed Automatic	448	4.8%
Automatic	377	4.0%
7-Speed Automatic with Auto-Shift	368	3.9%
7-Speed Automatic	245	2.6%
1-Speed Automatic	180	1.9%
5-Speed Automatic	162	1.7%
Other values (82)	408	4.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
automatic	9171	47.3%
8-speed	3324	17.2%
6-speed	1762	9.1%
cvt	1313	6.8%
9-speed	1025	5.3%
7-speed	633	3.3%
with	497	2.6%
auto-shift	472	2.4%
10-speed	457	2.4%
1-speed	182	0.9%
Other values (64)	543	2.8%

Most occurring characters

Value	Count	Frequency (%)
t	19852	12.5%
e	15188	9.6%
i	10263	6.5%
	10004	6.3%
A	9728	6.1%
o	9709	6.1%
u	9695	6.1%
a	9359	5.9%
c	9226	5.8%
m	9177	5.8%
Other values (50)	46409	29.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	110047	69.4%
Uppercase Letter	22285	14.1%
Space Separator	10004	6.3%
Decimal Number	8080	5.1%
Dash Punctuation	8069	5.1%
Other Punctuation	116	0.1%
Close Punctuation	4	< 0.1%
Open Punctuation	4	< 0.1%
Math Symbol	1	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	19852	18.0%
e	15188	13.8%
i	10263	9.3%
o	9709	8.8%
u	9695	8.8%
a	9359	8.5%
c	9226	8.4%
m	9177	8.3%
d	7572	6.9%
p	7569	6.9%
Other values (14)	2437	2.2%

Uppercase Letter

Value	Count	Frequency (%)
A	9728	43.7%
S	8085	36.3%
T	1434	6.4%
V	1341	6.0%
C	1317	5.9%
E	146	0.7%
D	76	0.3%
P	71	0.3%
M	49	0.2%
O	17	0.1%
Other values (10)	21	0.1%

Decimal Number

Value	Count	Frequency (%)
8	3332	41.2%
6	1765	21.8%
9	1033	12.8%
1	643	8.0%
7	637	7.9%
0	461	5.7%
5	173	2.1%
4	33	0.4%
2	3	< 0.1%

Other Punctuation

Value	Count	Frequency (%)
/	114	98.3%
,	2	1.7%

Space Separator

Value	Count	Frequency (%)
	10004	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	8069	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	4	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	4	100.0%

Math Symbol

Value	Count	Frequency (%)
+	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	132332	83.4%
Common	26278	16.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	19852	15.0%
e	15188	11.5%
i	10263	7.8%
A	9728	7.4%
o	9709	7.3%
u	9695	7.3%
a	9359	7.1%
c	9226	7.0%
m	9177	6.9%
S	8085	6.1%
Other values (34)	22050	16.7%

Common

Value	Count	Frequency (%)
	10004	38.1%
-	8069	30.7%
8	3332	12.7%
6	1765	6.7%
9	1033	3.9%
1	643	2.4%
7	637	2.4%
0	461	1.8%
5	173	0.7%
/	114	0.4%
Other values (6)	47	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	158610	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
t	19852	12.5%
e	15188	9.6%
i	10263	6.5%
	10004	6.3%
A	9728	6.1%
o	9709	6.1%
u	9695	6.1%
a	9359	5.9%
c	9226	5.8%
m	9177	5.8%
Other values (50)	46409	29.3%

Engine
Categorical

HIGH CARDINALITY

Distinct	325
Distinct (%)	3.5%
Missing	3
Missing (%)	< 0.1%
Memory size	73.4 KiB

2.0L I4 16V GDI DOHC Turbo	1629
1.5L I4 16V GDI DOHC Turbo	425
3.6L V6 24V MPFI DOHC	423
3.0L I6 24V GDI DOHC Turbo	417
3.6L V6 24V GDI DOHC	390
Other values (320)	6092

Length

Max length	64
Median length	63
Mean length	23.04916809
Min length	2

Characters and Unicode

Total characters	216109
Distinct characters	65
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	144 ?
Unique (%)	1.5%

Sample

1st row	3.5L V6 24V PDI DOHC
2nd row	3.5L V6 24V PDI DOHC Twin Turbo
3rd row	5.7L V8 16V MPFI OHV
4th row	1.5L I4 16V GDI DOHC Turbo
5th row	3.5L V6 24V PDI DOHC

Common Values

Value	Count	Frequency (%)
2.0L I4 16V GDI DOHC Turbo	1629	17.4%
1.5L I4 16V GDI DOHC Turbo	425	4.5%
3.6L V6 24V MPFI DOHC	423	4.5%
3.0L I6 24V GDI DOHC Turbo	417	4.4%
3.6L V6 24V GDI DOHC	390	4.2%
3.5L V6 24V PDI DOHC	297	3.2%
3.5L V6 24V GDI SOHC	290	3.1%
2.4L I4 16V GDI DOHC	230	2.5%
2.5L I4 16V PDI DOHC	221	2.4%
3.5L V6 24V GDI DOHC	216	2.3%
Other values (315)	4838	51.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
dohc	7562	15.2%
gdi	5599	11.2%
16v	4660	9.3%
i4	3910	7.8%
turbo	3760	7.5%
24v	3356	6.7%
v6	3042	6.1%
2.0l	2215	4.4%
mpfi	2128	4.3%
3.5l	1182	2.4%
Other values (256)	12493	25.0%

Most occurring characters

Value	Count	Frequency (%)
	40531	18.8%
D	14064	6.5%
V	13321	6.2%
I	13096	6.1%
6	9592	4.4%
H	8992	4.2%
.	8885	4.1%
L	8839	4.1%
4	8744	4.0%
O	8574	4.0%
Other values (55)	81471	37.7%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	94043	43.5%
Decimal Number	44621	20.6%
Space Separator	40531	18.8%
Lowercase Letter	27625	12.8%
Other Punctuation	9091	4.2%
Dash Punctuation	194	0.1%
Open Punctuation	3	< 0.1%
Close Punctuation	1	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
r	4749	17.2%
u	4185	15.1%
o	3982	14.4%
b	3963	14.3%
e	2019	7.3%
i	1657	6.0%
n	1623	5.9%
l	1236	4.5%
d	769	2.8%
w	606	2.2%
Other values (15)	2836	10.3%

Uppercase Letter

Value	Count	Frequency (%)
D	14064	15.0%
V	13321	14.2%
I	13096	13.9%
H	8992	9.6%
L	8839	9.4%
O	8574	9.1%
C	8278	8.8%
G	5663	6.0%
T	4398	4.7%
P	3001	3.2%
Other values (10)	5817	6.2%

Decimal Number

Value	Count	Frequency (%)
6	9592	21.5%
4	8744	19.6%
2	7930	17.8%
1	5648	12.7%
3	4115	9.2%
0	3542	7.9%
5	3205	7.2%
8	1390	3.1%
7	397	0.9%
9	58	0.1%

Other Punctuation

Value	Count	Frequency (%)
.	8885	97.7%
/	180	2.0%
:	20	0.2%
,	5	0.1%
@	1	< 0.1%

Open Punctuation

Value	Count	Frequency (%)
(	2	66.7%
[	1	33.3%

Space Separator

Value	Count	Frequency (%)
	40531	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	194	100.0%

Close Punctuation

Value	Count	Frequency (%)
]	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	121668	56.3%
Common	94441	43.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
D	14064	11.6%
V	13321	10.9%
I	13096	10.8%
H	8992	7.4%
L	8839	7.3%
O	8574	7.0%
C	8278	6.8%
G	5663	4.7%
r	4749	3.9%
T	4398	3.6%
Other values (35)	31694	26.0%

Common

Value	Count	Frequency (%)
	40531	42.9%
6	9592	10.2%
.	8885	9.4%
4	8744	9.3%
2	7930	8.4%
1	5648	6.0%
3	4115	4.4%
0	3542	3.8%
5	3205	3.4%
8	1390	1.5%
Other values (10)	859	0.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	216109	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	40531	18.8%
D	14064	6.5%
V	13321	6.2%
I	13096	6.1%
6	9592	4.4%
H	8992	4.2%
.	8885	4.1%
L	8839	4.1%
4	8744	4.0%
O	8574	4.0%
Other values (55)	81471	37.7%

VIN
Categorical

HIGH CARDINALITY
UNIFORM

Distinct	8474
Distinct (%)	90.4%
Missing	0
Missing (%)	0.0%
Memory size	73.4 KiB

JHLRW2H8XKX023259	3
SJKCH5CR8JA052840	3
58ABZ1B15KU004958	3
KNDPMCAC7L7738001	3
2T1BURHE0KC202797	3
Other values (8469)	9364

Length

Max length	17
Median length	17
Mean length	17
Min length	17

Characters and Unicode

Total characters	159443
Distinct characters	33
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	7575 ?
Unique (%)	80.8%

Sample

1st row	5TDXZ3DC2KS015402
2nd row	1FTEW1EG2JFD44217
3rd row	1C6RR7VT5HS842283
4th row	1HGCV1F49MA038035
5th row	2T2AZMAA8LC156270

Common Values

Value	Count	Frequency (%)
JHLRW2H8XKX023259	3	< 0.1%
SJKCH5CR8JA052840	3	< 0.1%
58ABZ1B15KU004958	3	< 0.1%
KNDPMCAC7L7738001	3	< 0.1%
2T1BURHE0KC202797	3	< 0.1%
WA1LABF74HD021264	3	< 0.1%
WA1LAAF70HD029534	2	< 0.1%
1GYKNCRS2KZ161149	2	< 0.1%
JF2SJAEC3JH590519	2	< 0.1%
JTMWFREV0JD122062	2	< 0.1%
Other values (8464)	9353	99.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
jhlrw2h8xkx023259	3	< 0.1%
58abz1b15ku004958	3	< 0.1%
kndpmcac7l7738001	3	< 0.1%
2t1burhe0kc202797	3	< 0.1%
wa1labf74hd021264	3	< 0.1%
sjkch5cr8ja052840	3	< 0.1%
2t2zk1ba5fc155375	2	< 0.1%
5uxku2c59g0n81264	2	< 0.1%
5uxcx4c52kls39184	2	< 0.1%
1fmcu0j99dud50056	2	< 0.1%
Other values (8464)	9353	99.7%

Most occurring characters

Value	Count	Frequency (%)
1	12036	7.5%
5	10765	6.8%
2	10172	6.4%
0	9208	5.8%
4	8387	5.3%
3	8278	5.2%
6	7092	4.4%
8	6789	4.3%
7	6495	4.1%
9	6305	4.0%
Other values (23)	73916	46.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	85527	53.6%
Uppercase Letter	73916	46.4%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
K	6133	8.3%
C	5577	7.5%
A	5436	7.4%
J	5023	6.8%
F	4945	6.7%
B	4190	5.7%
L	4040	5.5%
M	3653	4.9%
G	3562	4.8%
D	3280	4.4%
Other values (13)	28077	38.0%

Decimal Number

Value	Count	Frequency (%)
1	12036	14.1%
5	10765	12.6%
2	10172	11.9%
0	9208	10.8%
4	8387	9.8%
3	8278	9.7%
6	7092	8.3%
8	6789	7.9%
7	6495	7.6%
9	6305	7.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	85527	53.6%
Latin	73916	46.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
K	6133	8.3%
C	5577	7.5%
A	5436	7.4%
J	5023	6.8%
F	4945	6.7%
B	4190	5.7%
L	4040	5.5%
M	3653	4.9%
G	3562	4.8%
D	3280	4.4%
Other values (13)	28077	38.0%

Common

Value	Count	Frequency (%)
1	12036	14.1%
5	10765	12.6%
2	10172	11.9%
0	9208	10.8%
4	8387	9.8%
3	8278	9.7%
6	7092	8.3%
8	6789	7.9%
7	6495	7.6%
9	6305	7.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	159443	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	12036	7.5%
5	10765	6.8%
2	10172	6.4%
0	9208	5.8%
4	8387	5.3%
3	8278	5.2%
6	7092	4.4%
8	6789	4.3%
7	6495	4.1%
9	6305	4.0%
Other values (23)	73916	46.4%

Stock#
Categorical

HIGH CARDINALITY
UNIFORM

Distinct	8430
Distinct (%)	90.3%
Missing	40
Missing (%)	0.4%
Memory size	73.4 KiB

220577A	4
H16463B	3
P9090A	3
1L3035A	3
U15471	3
Other values (8425)	9323

Length

Max length	19
Median length	17
Mean length	7.124317379
Min length	3

Characters and Unicode

Total characters	66534
Distinct characters	48
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	7531 ?
Unique (%)	80.6%

Sample

1st row	22998646
2nd row	22418A
3rd row	NG277871G
4th row	54237
5th row	HDT4181A

Common Values

Value	Count	Frequency (%)
220577A	4	< 0.1%
H16463B	3	< 0.1%
P9090A	3	< 0.1%
1L3035A	3	< 0.1%
U15471	3	< 0.1%
052840	3	< 0.1%
55361	3	< 0.1%
221522A	3	< 0.1%
220603A	3	< 0.1%
T014834	2	< 0.1%
Other values (8420)	9309	99.3%
(Missing)	40	0.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
220577a	4	< 0.1%
p9090a	3	< 0.1%
1l3035a	3	< 0.1%
u15471	3	< 0.1%
052840	3	< 0.1%
55361	3	< 0.1%
221522a	3	< 0.1%
220603a	3	< 0.1%
h16463b	3	< 0.1%
ip001134	2	< 0.1%
Other values (8420)	9309	99.7%

Most occurring characters

Value	Count	Frequency (%)
2	7743	11.6%
1	6495	9.8%
0	6184	9.3%
3	4882	7.3%
5	4558	6.9%
4	4465	6.7%
6	4205	6.3%
8	4055	6.1%
7	4030	6.1%
9	4023	6.0%
Other values (38)	15894	23.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	50640	76.1%
Uppercase Letter	15790	23.7%
Dash Punctuation	88	0.1%
Lowercase Letter	14	< 0.1%
Connector Punctuation	2	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	2793	17.7%
P	2003	12.7%
L	1149	7.3%
B	1115	7.1%
K	1010	6.4%
C	840	5.3%
M	791	5.0%
T	692	4.4%
U	634	4.0%
H	596	3.8%
Other values (16)	4167	26.4%

Decimal Number

Value	Count	Frequency (%)
2	7743	15.3%
1	6495	12.8%
0	6184	12.2%
3	4882	9.6%
5	4558	9.0%
4	4465	8.8%
6	4205	8.3%
8	4055	8.0%
7	4030	8.0%
9	4023	7.9%

Lowercase Letter

Value	Count	Frequency (%)
e	3	21.4%
r	2	14.3%
o	2	14.3%
d	1	7.1%
l	1	7.1%
f	1	7.1%
m	1	7.1%
a	1	7.1%
n	1	7.1%
c	1	7.1%

Dash Punctuation

Value	Count	Frequency (%)
-	88	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	50730	76.2%
Latin	15804	23.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	2793	17.7%
P	2003	12.7%
L	1149	7.3%
B	1115	7.1%
K	1010	6.4%
C	840	5.3%
M	791	5.0%
T	692	4.4%
U	634	4.0%
H	596	3.8%
Other values (26)	4181	26.5%

Common

Value	Count	Frequency (%)
2	7743	15.3%
1	6495	12.8%
0	6184	12.2%
3	4882	9.6%
5	4558	9.0%
4	4465	8.8%
6	4205	8.3%
8	4055	8.0%
7	4030	7.9%
9	4023	7.9%
Other values (2)	90	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	66534	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	7743	11.6%
1	6495	9.8%
0	6184	9.3%
3	4882	7.3%
5	4558	6.9%
4	4465	6.7%
6	4205	6.3%
8	4055	6.1%
7	4030	6.1%
9	4023	6.0%
Other values (38)	15894	23.9%

Mileage
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	7827
Distinct (%)	83.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	37463.02335

Minimum	121
Maximum	234114
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	73.4 KiB

Quantile statistics

Minimum	121
5-th percentile	11523.7
Q1	18666.5
median	32907
Q3	47698
95-th percentile	86639.7
Maximum	234114
Range	233993
Interquartile range (IQR)	29031.5

Descriptive statistics

Standard deviation	24970.34257
Coefficient of variation (CV)	0.6665330327
Kurtosis	5.61614881
Mean	37463.02335
Median Absolute Deviation (MAD)	14468
Skewness	1.820101062
Sum	351365696
Variance	623518008
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
33148	6	0.1%
10969	5	0.1%
34283	4	< 0.1%
37525	4	< 0.1%
15000	4	< 0.1%
41065	4	< 0.1%
16161	4	< 0.1%
32335	4	< 0.1%
33282	4	< 0.1%
15118	4	< 0.1%
Other values (7817)	9336	99.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
121	1	< 0.1%
140	1	< 0.1%
359	1	< 0.1%
415	1	< 0.1%
520	1	< 0.1%
583	1	< 0.1%
597	1	< 0.1%
713	1	< 0.1%
770	1	< 0.1%
786	1	< 0.1%

Value	Count	Frequency (%)
234114	1	< 0.1%
228692	1	< 0.1%
227000	1	< 0.1%
226000	1	< 0.1%
216759	1	< 0.1%
213000	1	< 0.1%
204440	2	< 0.1%
203777	1	< 0.1%
199784	1	< 0.1%
185156	1	< 0.1%

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

First rows

	Year	Make	Model	Used/New	Price	ConsumerRating	ConsumerReviews	SellerType	SellerName	SellerRating	SellerReviews	StreetName	State	Zipcode	DealType	ComfortRating	InteriorDesignRating	PerformanceRating	ValueForMoneyRating	ExteriorStylingRating	ReliabilityRating	ExteriorColor	InteriorColor	Drivetrain	MinMPG	MaxMPG	FuelType	Transmission	Engine	VIN	Stock#	Mileage
0	2019	Toyota	Sienna SE	Used	39998.0	4.6	45.0	Dealer	CarMax Murrieta - Now offering Curbside Pickup and Home Delivery	3.3	3.0	25560 Madison Ave Murrieta	CA	92562	Great	4.7	4.6	4.6	4.4	4.6	4.7	Red	Black	Front-wheel Drive	19.0	27.0	Gasoline	8-Speed Automatic	3.5L V6 24V PDI DOHC	5TDXZ3DC2KS015402	22998646	29403.0
1	2018	Ford	F-150 Lariat	Used	49985.0	4.8	817.0	Dealer	Giant Chevrolet	4.8	131.0	1001 S Ben Maddox Way Visalia	CA	93292	Good	4.9	4.8	4.8	4.6	4.8	4.7	Shadow Black	Black	Four-wheel Drive	19.0	24.0	Gasoline	10-Speed Automatic	3.5L V6 24V PDI DOHC Twin Turbo	1FTEW1EG2JFD44217	22418A	32929.0
2	2017	RAM	1500 Laramie	Used	41860.0	4.7	495.0	Dealer	Gill Auto Group Madera	4.6	249.0	1100 S Madera Ave Madera	CA	93637	Good	4.8	4.7	4.8	4.6	4.8	4.7	Granite Crystal Clearcoat Metallic	Black	Four-wheel Drive	15.0	21.0	Gasoline	8-Speed Automatic	5.7L V8 16V MPFI OHV	1C6RR7VT5HS842283	NG277871G	23173.0
3	2021	Honda	Accord Sport SE	Used	28500.0	5.0	36.0	Dealer	AutoSavvy Las Vegas	4.6	284.0	2121 E Sahara Ave Las Vegas	NV	89104	NaN	4.9	5.0	4.9	5.0	5.0	5.0	Gray	NaN	Front-wheel Drive	29.0	35.0	Gasoline	Automatic CVT	1.5L I4 16V GDI DOHC Turbo	1HGCV1F49MA038035	54237	10598.0
4	2020	Lexus	RX 350	Used	49000.0	4.8	76.0	Dealer	Lexus of Henderson	4.8	4755.0	7737 Eastgate Rd Henderson	NV	89011	Good	4.9	4.8	4.8	4.7	4.8	4.9	Eminent White Pearl	Birch	Front-wheel Drive	20.0	27.0	Gasoline	8-Speed Automatic	3.5L V6 24V PDI DOHC	2T2AZMAA8LC156270	HDT4181A	28137.0
5	2012	Toyota	4Runner SR5	Used	23541.0	4.7	34.0	Dealer	AutoNation Toyota Hayward	4.4	1071.0	24773 Mission Blvd Hayward	CA	94544	Fair	4.7	4.6	4.4	4.6	4.9	4.9	Black	NaN	Rear-wheel Drive	17.0	23.0	Gasoline	5-Speed Automatic	4.0L V6 24V MPFI DOHC	JTEZU5JR3C5043790	C5043790	105469.0
6	2017	Honda	HR-V LX	Used	20995.0	4.6	200.0	Dealer	Downtown Toyota-Subaru of Oakland	4.4	2695.0	4145 Broadway Oakland	CA	94611	Great	4.6	4.4	4.4	4.5	4.7	4.8	Modern Steel Metallic	Black	Front-wheel Drive	28.0	34.0	Gasoline	Automatic CVT	1.8L I4 16V MPFI SOHC	3CZRU5H32HG703897	T1480	10458.0
7	2014	Mercedes-Benz	E-Class E 350	Used	18985.0	4.8	176.0	Dealer	Downtown Toyota-Subaru of Oakland	4.4	2695.0	4145 Broadway Oakland	CA	94611	Great	4.9	4.8	4.8	4.6	4.9	4.8	Lunar Blue Metallic	Saffron	Rear-wheel Drive	21.0	30.0	Gasoline	7-Speed Automatic	3.5L V6 24V GDI DOHC	WDDHF5KB3EA778099	224922A	58157.0
8	2021	Honda	Pilot Touring 8-Passenger	Used	44299.0	4.8	63.0	Dealer	EchoPark Automotive Phoenix	4.9	237.0	10555 West Papago Freeway Avondale	AZ	85323	Good	4.9	4.7	4.8	4.7	4.7	4.8	Platinum White Pearl	Beige	All-wheel Drive	19.0	26.0	Gasoline	9-Speed Automatic	3.5L V6 24V GDI SOHC	5FNYF6H90MB052856	YMB052856	14445.0
9	2020	Dodge	Charger Scat Pack	Certified	46773.0	4.8	56.0	Dealer	Bill Luke Chrysler Jeep Dodge RAM	4.3	1366.0	2425 W Camelback Rd Phoenix	AZ	85015	Good	4.9	4.8	4.9	4.7	4.9	4.9	Triple Nickel Clearcoat	Black	Rear-wheel Drive	15.0	24.0	Gasoline	8-Speed Automatic	6.4L V8 16V MPFI OHV	2C3CDXGJ8LH157532	CBY705	25642.0

Last rows

	Year	Make	Model	Used/New	Price	ConsumerRating	ConsumerReviews	SellerType	SellerName	SellerRating	SellerReviews	StreetName	State	Zipcode	DealType	ComfortRating	InteriorDesignRating	PerformanceRating	ValueForMoneyRating	ExteriorStylingRating	ReliabilityRating	ExteriorColor	InteriorColor	Drivetrain	MinMPG	MaxMPG	FuelType	Transmission	Engine	VIN	Stock#	Mileage
9369	2019	Dodge	Durango GT	Used	35500.0	4.7	61.0	Dealer	Eastchester Chrysler Jeep Dodge RAM	4.4	6302.0	4007 Boston Rd Bronx	NY	10466	Great	4.8	4.7	4.7	4.6	4.7	4.6	Octane Red Pearlcoat	Black	All-wheel Drive	18.0	25.0	Gasoline	8-Speed Automatic	3.6L V6 24V MPFI DOHC	1C4RDJDG0KC803725	EUKC803725	17069.0
9370	2019	Honda	CR-V EX-L	Used	33277.0	4.8	540.0	Dealer	Millennium Honda	4.7	4705.0	286 N Franklin St Hempstead	NY	11550	Good	4.8	4.8	4.7	4.7	4.8	4.8	Platinum White Pearl	Black	All-wheel Drive	27.0	33.0	Gasoline	Automatic CVT	1.5L I4 16V GDI DOHC Turbo	7FARW2H81KE025123	U34582T	18025.0
9371	2019	Subaru	Crosstrek 2.0i Limited	Used	30000.0	4.7	205.0	Dealer	Garavel Subaru	4.9	5447.0	10 Tindall Ave Norwalk	CT	06851	Good	4.7	4.7	4.6	4.7	4.8	4.8	Crystal White Pearl	Gray	All-wheel Drive	27.0	33.0	Gasoline	Automatic CVT	2.0L H4 16V GDI DOHC	JF2GTAMC0K8356082	S22-0526A	15306.0
9372	2019	Ford	Edge Titanium	Used	31985.0	4.7	193.0	Dealer	Ford Lincoln of Smithtown	4.7	1232.0	440 Middle Country Rd St James	NY	11780	Great	4.8	4.7	4.7	4.6	4.8	4.7	White Platinum	Ebony	All-wheel Drive	21.0	28.0	Gasoline	8-Speed Automatic	2.0L I4 16V GDI DOHC Turbo	2FMPK4K99KBB49872	U13246	23016.0
9373	2019	Honda	CR-V EX-L	Used	31999.0	4.8	540.0	Dealer	Hoffman Honda	4.8	1917.0	40 Albany Tpke West Simsbury	CT	06092	Good	4.8	4.8	4.7	4.7	4.8	4.8	Obsidian Blue Pearl	NaN	All-wheel Drive	27.0	33.0	Gasoline	Automatic CVT	1.5L I4 16V GDI DOHC Turbo	2HKRW2H87KH643043	10553HB	44481.0
9374	2019	Subaru	Crosstrek 2.0i Premium	Used	27374.0	4.7	205.0	Dealer	Bertera Subaru of West Springfield	4.4	443.0	657 Riverdale St. West Springfield	MA	01089	Good	4.7	4.7	4.6	4.7	4.8	4.8	Quartz Blue Pearl	Gray	All-wheel Drive	27.0	33.0	Gasoline	Automatic CVT	2.0L H4 16V GDI DOHC	JF2GTADC4KH318032	220502A	15606.0
9375	2019	Audi	Q8 3.0T Premium	Used	61998.0	4.8	27.0	Dealer	Autobahn USA Westborough	4.8	1789.0	88 Turnpike Road Westboro	MA	01581	Fair	4.9	4.8	4.8	4.6	5.0	4.9	Night Black	Black	All-wheel Drive	17.0	22.0	Hybrid	8-Speed Automatic	3.0L V6 24V GDI DOHC Turbo Hybrid	WA1AVAF14KD015389	AB4719	46855.0
9376	2017	Buick	Enclave Leather	Used	26944.0	4.8	137.0	Dealer	Tulley Automotive Group	4.7	831.0	147 Daniel Webster Hwy Nashua	NH	03060	Good	4.9	4.8	4.7	4.6	4.9	4.8	Ebony Twilight Metallic	Ebony	All-wheel Drive	15.0	22.0	Gasoline	6-Speed Automatic	3.6L V6 24V GDI DOHC	5GAKVBKD4HJ190334	B221381B	62649.0
9377	2019	Subaru	Forester Premium	Used	28568.0	4.7	279.0	Dealer	Ira Subaru	4.4	680.0	97 Andover St Danvers	MA	01923	Good	4.8	4.7	4.6	4.7	4.7	4.8	Crystal Black Silica	Black	All-wheel Drive	26.0	33.0	Gasoline	Automatic CVT	2.5L H4 16V GDI DOHC	JF2SKAGC9KH423450	KH423450	30760.0
9378	2019	Hyundai	Santa Fe Ultimate 2.4	Used	32091.0	4.8	204.0	Dealer	Route 44 Hyundai	4.4	1105.0	1094 New State Hwy Raynham	MA	02767	Good	4.9	4.9	4.6	4.8	4.9	4.8	Twilight Black	Black	All-wheel Drive	21.0	27.0	Gasoline	8-Speed Automatic	2.4L I4 16V GDI DOHC	5NMS5CAD1KH002128	H48345	41645.0

Most frequently occurring

	Year	Make	Model	Used/New	Price	ConsumerRating	ConsumerReviews	SellerType	SellerName	SellerRating	SellerReviews	StreetName	State	Zipcode	DealType	ComfortRating	InteriorDesignRating	PerformanceRating	ValueForMoneyRating	ExteriorStylingRating	ReliabilityRating	ExteriorColor	InteriorColor	Drivetrain	MinMPG	MaxMPG	FuelType	Transmission	Engine	VIN	Stock#	Mileage	# duplicates
74	2017	Audi	Q7 3.0T Premium Plus	Used	32499.0	4.7	72.0	Dealer	Boise Volkswagen	4.5	251.0	8400 W. Franklin Rd. Boise	ID	83709	Good	4.9	4.8	4.7	4.4	4.7	4.6	Glacier White Metallic	Rock Gray	All-wheel Drive	19.0	25.0	Gasoline	8-Speed Automatic	3.0L V6 24V GDI DOHC Supercharged	WA1LABF74HD021264	P9090A	81572.0	3
366	2019	Honda	CR-V EX-L	Certified	33394.0	4.8	540.0	Dealer	South Tacoma Honda	4.7	545.0	7802 S Tacoma Way Tacoma	WA	98409	Good	4.8	4.8	4.7	4.7	4.8	4.8	Platinum White Pearl	Black	All-wheel Drive	27.0	33.0	Gasoline	Automatic CVT	1.5L I4 16V GDI DOHC Turbo	JHLRW2H8XKX023259	H16463B	48627.0	3
425	2019	Lexus	ES 350 F Sport	Used	42195.0	4.6	121.0	Dealer	Jaguar Land Rover Dallas	4.5	309.0	11400 N Central Expy Dallas	TX	75243	Good	4.7	4.6	4.6	4.4	4.7	4.6	Black	Red	Front-wheel Drive	22.0	31.0	Gasoline	8-Speed Automatic	3.5L V6 24V PDI DOHC	58ABZ1B15KU004958	1L3035A	35760.0	3
497	2019	Toyota	Corolla LE	Used	19002.0	4.8	167.0	Dealer	Hertz Car Sales Orlando	4.5	47.0	6060 S Semoran Blvd Orlando	FL	32822	Great	4.8	4.7	4.7	4.7	4.8	4.9	Silver	White	Front-wheel Drive	28.0	36.0	Gasoline	Automatic CVT	1.8L I4 16V MPFI DOHC	2T1BURHE0KC202797	55361	49651.0	3
599	2020	Kia	Sportage LX	Certified	26977.0	4.8	174.0	Dealer	Summit Place Kia Auburn Hills	4.9	2015.0	4200 Interpark Dr Auburn Hills	MI	48326	Good	4.8	4.8	4.8	4.8	4.8	4.9	Clear White	Black	All-wheel Drive	22.0	26.0	Gasoline	6-Speed Automatic	2.4L I4 16V GDI DOHC	KNDPMCAC7L7738001	U15471	37525.0	3
0	2004	Toyota	Highlander Base	Used	5995.0	4.5	47.0	Dealer	Northtown Auto Sales	4.9	2.0	8325 University Ave NE Minneapolis	MN	55432	Good	4.6	4.3	4.4	4.6	4.3	4.7	Tan	Tan	Front-wheel Drive	23.0	23.0	Gasoline	Automatic 5-Speed	3.3L V6	JTEGP21A740039991	40039991STK	204440.0	2
1	2005	Acura	MDX Touring	Used	6495.0	4.7	54.0	Dealer	JP Motors	4.3	7.0	7411 Centreville Rd Manassas	VA	20111	Good	4.8	4.5	4.6	4.8	4.6	4.9	Black	Ebony	Four-wheel Drive	17.0	23.0	Gasoline	5-Speed Automatic	3.5L V6 24V MPFI SOHC	2HNYD188X5H549256	2P771090	174916.0	2
2	2007	Toyota	Camry LE	Used	9950.0	4.2	301.0	Dealer	TJK AUTO LLC	4.1	10.0	14227 S Street Omaha	NE	68137	Great	4.4	4.1	4.1	4.2	4.3	4.3	White	Tan	Front-wheel Drive	22.0	31.0	Gasoline	6-Speed Automatic	3.5L V6 24V MPFI DOHC	4T1BK46K87U548913	548913	99223.0	2
3	2008	Mercedes-Benz	S-Class S 550 4MATIC	Used	15800.0	4.8	43.0	Dealer	Car City Inc	3.6	32.0	2232 N Rand Rd Palatine	IL	60074	Great	5.0	4.9	5.0	4.6	4.8	4.6	Blue	Brown	All-wheel Drive	14.0	20.0	Gasoline	7-Speed Automatic	5.5L V8 32V MPFI DOHC	WDDNG86X58A227619	4641	89247.0	2
4	2008	Porsche	911 Carrera	Used	34995.0	4.8	41.0	Dealer	Maximum Auto Outlet	4.0	409.0	8503 Euclid Ave Manassas Park	VA	20111	Great	4.6	4.8	5.0	4.7	5.0	4.7	Cobalt Blue Metallic	Natural Brown	All-wheel Drive	18.0	26.0	Gasoline	Automatic	3.6L horizontally-opposed DOHC 24V 6-cyl engine-inc: dry sump lu	WP0CA29958S765857	8S765857	103956.0	2

Overview

Variables

Common Values

Length

Most occurring characters

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Most frequent character per category

Lowercase Letter

Uppercase Letter

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Lowercase Letter

Decimal Number

Other Punctuation

Space Separator

Dash Punctuation

Open Punctuation

Close Punctuation

Math Symbol

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Decimal Number

Other Punctuation

Space Separator

Dash Punctuation

Open Punctuation

Close Punctuation

Most occurring scripts